A developer built PHAGE, an immune system for AI agent fleets that generates prompt-injection payloads and revokes abused tools. During testing, they discovered that rewording a system prompt dramatic…
Microsoft Security Research has documented attacks targeting AI infrastructure components, including LiteLLM, RAGFlow, and Kestra, which were compromised and abused for credential theft, persistence, …
A developer explains how batch LLM traffic can degrade interactive request latency when both share the same infrastructure, and proposes admission control with protected capacity and token-aware reser…
Google is expanding Gemini in Chrome into a more context-aware desktop experience with a new Personal Intelligence beta that connects data from Google apps like Gmail, Calendar, and Docs to provide pe…
A developer has launched Awesome Free APIs Live, an open-source directory of more than 50 free public APIs spanning AI, developer tools, security, and open data. The project uses GitHub Actions to run…
Engrava 0.6.0 scored 81.6% micro on the LongMemEval-S benchmark, a slight drop from the 0.5.0 release's 82.4%, with both runs using identical readers, judges, and scorers. The company emphasizes repro…
A developer has shared a technique for reducing latency in LLM API calls by implementing prompt caching at the edge using AWS CloudFront Functions and Lambda. The approach stores prompt-response pairs…
Google has renamed NotebookLM to Gemini Notebook, integrating it more deeply with the Gemini ecosystem and Google Search. The update adds Deep Research, Expert Intelligence, and code execution capabil…
A developer explains the trade-offs between polling and webhooks for real-time integrations, noting that polling can lead to unnecessary API traffic and higher costs at scale, while webhooks enable ev…
Search Engine Land's 2027 SEO roadmap argues that AI-generated answers and zero-click results are redefining search visibility, citing Google I/O 2026 figures of over 1 billion monthly AI Mode users a…
A 41-day experiment reported by Search Engine Land found that JavaScript-powered navigation can hide website pages from AI crawlers. GPTBot and ClaudeBot discovered zero pages available only through J…
Developer Rijul demonstrates how to turn an Obsidian vault into an AI-powered second brain using the Copilot community plugin. By connecting the plugin to an AI provider like OpenCode, users can query…
A developer built Dev Server Activity, a native SwiftUI app for macOS that identifies and stops local development servers by grouping listening sockets by process and showing process context. The app …
Google has launched Gemini 3.7 Flash, a successor to Gemini 3.6 Flash, designed to improve instruction following, intent clarification, and multi-step planning for coding and agent-based tasks. The mo…
A developer's scan of public AI repositories against the EU AI Act found that nearly every one failed at least one requirement, with Articles 9 (Risk Management), 12 (Record-Keeping), and 14 (Human Ov…
Anthropic has launched a research preview of the Model Hardware Standard (MHS), an open standard designed to give AI agents a unified interface for controlling physical lab and manufacturing equipment…
An engineer detailed the architecture of high-volume generative media applications, emphasizing the need for distributed asset management and CDN optimization. The system treats media assets as determ…
A developer has released AML Poland MCP, an open-source Model Context Protocol server that connects AI assistants like Claude directly to Polish registries for AML/KYC checks. The tool queries the KRS…
A developer behind the Kombine project detailed how they shipped an iOS version of the app using Kotlin Multiplatform with Compose, despite the original roadmap prioritizing Android, backend, and weba…
A developer at Jian AI Lab tested Archify, the top-ranked project on GitHub Trending, through a real architecture-mapping workflow. The tool passed 9 of 9 showcase checks after four validation rounds,…